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Deep Reinforcement Learning

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TitleStatusHype
XSS Adversarial Attacks Based on Deep Reinforcement Learning: A Replication and Extension StudyCode0
Research on Edge Computing and Cloud Collaborative Resource Scheduling Optimization Based on Deep Reinforcement Learning—0
A Multi-Agent DRL-Based Framework for Optimal Resource Allocation and Twin Migration in the Multi-Tier Vehicular Metaverse—0
Target Defense with Multiple Defenders and an Agile Attacker via Residual Policy Learning—0
Applications of deep reinforcement learning to urban transit network design—0
Provable Performance Bounds for Digital Twin-driven Deep Reinforcement Learning in Wireless Networks: A Novel Digital-Twin Bisimulation Metric—0
Controlling dynamics of stochastic systems with deep reinforcement learningCode0
Toward 6-DOF Autonomous Underwater Vehicle Energy-Aware Position Control based on Deep Reinforcement Learning: Preliminary Results—0
Event-Based Limit Order Book Simulation under a Neural Hawkes Process: Application in Market-Making—0
Distributed Coordination for Heterogeneous Non-Terrestrial Networks—0
Predicting Liquidity-Aware Bond Yields using Causal GANs and Deep Reinforcement Learning with LLM Evaluation—0
Towards Optimal Adversarial Robust Reinforcement Learning with Infinity Measurement ErrorCode1
Facilitating Emergency Vehicle Passage in Congested Urban Areas Using Multi-agent Deep Reinforcement Learning—0
Exploring Sentiment Manipulation by LLM-Enabled Intelligent Trading Agents—0
Human-AI Collaboration in Cloud Security: Cognitive Hierarchy-Driven Deep Reinforcement Learning—0
SpikeRL: A Scalable and Energy-efficient Framework for Deep Spiking Reinforcement Learning—0
Hyperspherical Normalization for Scalable Deep Reinforcement Learning—0
SALSA-RL: Stability Analysis in the Latent Space of Actions for Reinforcement Learning—0
Reinforcement Learning for Ultrasound Image Analysis A Comprehensive Review of Advances and Applications—0
SPRIG: Stackelberg Perception-Reinforcement Learning with Internal Game Dynamics—0
Improving Collision-Free Success Rate For Object Goal Visual Navigation Via Two-Stage Training With Collision Prediction—0
Learning Symbolic Task Decompositions for Multi-Agent TeamsCode0
Atomic Proximal Policy Optimization for Electric Robo-Taxi Dispatch and Charger Allocation—0
Multi-Target Radar Search and Track Using Sequence-Capable Deep Reinforcement Learning—0
Fighter Jet Navigation and Combat using Deep Reinforcement Learning with Explainable AICode0
Navigating Demand Uncertainty in Container Shipping: Deep Reinforcement Learning for Enabling Adaptive and Feasible Master Stowage PlanningCode0
Finding Optimal Trading History in Reinforcement Learning for Stock Market Trading—0
Learning a High-quality Robotic Wiping Policy Using Systematic Reward Analysis and Visual-Language Model Based Curriculum—0
A Graph-Enhanced Deep-Reinforcement Learning Framework for the Aircraft Landing Problem—0
NTP-INT: Network Traffic Prediction-Driven In-band Network Telemetry for High-load Switches—0
A Survey of Sim-to-Real Methods in RL: Progress, Prospects and Challenges with Foundation Models—0
Communication Strategy on Macro-and-Micro Traffic State in Cooperative Deep Reinforcement Learning for Regional Traffic Signal Control—0
TSS GAZ PTP: Towards Improving Gumbel AlphaZero with Two-stage Self-play for Multi-constrained Electric Vehicle Routing Problems—0
Hovering Flight of Soft-Actuated Insect-Scale Micro Aerial Vehicles using Deep Reinforcement Learning—0
Massively Scaling Explicit Policy-conditioned Value Functions—0
Robot Deformable Object Manipulation via NMPC-generated Demonstrations in Deep Reinforcement Learning—0
Intelligent Mobile AI-Generated Content Services via Interactive Prompt Engineering and Dynamic Service Provisioning—0
Deep Reinforcement Learning-Based Bidding Strategies for Prosumers Trading in Double Auction-Based Transactive Energy Market—0
Integrating Language Models for Enhanced Network State Monitoring in DRL-Based SFC Provisioning—0
Solving Online Resource-Constrained Scheduling for Follow-Up Observation in Astronomy: a Reinforcement Learning Approach—0
Rule-Bottleneck Reinforcement Learning: Joint Explanation and Decision Optimization for Resource Allocation with Language Agents—0
Convex Is Back: Solving Belief MDPs With Convexity-Informed Deep Reinforcement LearningCode0
AoI-Sensitive Data Forwarding with Distributed Beamforming in UAV-Assisted IoT—0
Reevaluating Policy Gradient Methods for Imperfect-Information GamesCode1
Deep Reinforcement Learning-Based User Scheduling for Collaborative Perception—0
Improve the Training Efficiency of DRL for Wireless Communication Resource Allocation: The Role of Generative Diffusion Models—0
UAV-assisted Joint Mobile Edge Computing and Data Collection via Matching-enabled Deep Reinforcement Learning—0
PICTS: A Novel Deep Reinforcement Learning Approach for Dynamic P-I Control in Scanning Probe Microscopy—0
MIGT: Memory Instance Gated Transformer Framework for Financial Portfolio Management—0
SIGMA: Sheaf-Informed Geometric Multi-Agent PathfindingCode0
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